378 analysis analyze differences in outputs generated with lsa method and solved with linalgsolve

[SimonMolinsky]

Experiments - LSA instead of LinAlgSolve

Package version (main branch)

version: 1.2.1

Description

Experiments with solving Kriging equations using LSA and LinAlgSolve

Problem

Theoretical checks - RMSE and computation times. However, LSA is preferred because it protects from the situation when Singular Matrix is fed into the system (that might be the case when two or more observations have the same coordinates).

Solution

Notebooks and additional implementation of Ordinary Kriging, experiments.

Affected modules

• n/a

Unit tests

• n/a

Package check

• [-] All tests passed
• Documentation updated
• [-] All tutorials are working properly

(Optional) Additional info

Is feature related to literature? Does change require new dependencies? Any other information...